GitHub
multiplex-imaging-analysis
Optimizing segmentation feature extraction, SOM clustering, and spatial analysis for multiplex immunofluorescence imaging with cell compartment and ECM features
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Databases AI Skills
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GitHub
region-aware-matching
Spatial region-aware cell matching for CODEX/scRNAseq integration
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GitHub
gpu-memory-cleanup
Preventing Jupyter cell hangs with explicit CuPy GPU memory cleanup
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GitHub
per-sector-candidate-filtering
Per-sector candidate limits using yfinance sector data. Trigger when: (1) universe selection has too many candidates, (2) need sector diversity in candidate pool, (3) downloading historical data takes too long.
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GitHub
testing-benchmarking-infrastructure
Testing suite with benchmarking for version-to-version performance comparison
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GitHub
qc-plot-pdf-export
KINTSUGI quantification plots: Always save QC heatmaps and profiles as PDF
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GitHub
design-review
Evaluate a React component against the Design System and propose UX/UI improvements based on Figma best practices. Use when reviewing components for design compliance, checking UI consistency, or improving user...
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GitHub
backend
Perigon ASP.NET Core + EF Core + Aspire conventions
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GitHub
angular
Angular 21+ standalone/Material/signal conventions for Perigon WebApp
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GitHub
perigon
Pointers for Copilot/agents to apply Perigon conventions
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GitHub
git-workflow
Git workflow patterns for the ACDC Digital monorepo including commit conventions, branching strategy, and common operations. Use when committing code, managing branches, or resolving git issues.
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GitHub
convex-development
Expert guidance for Convex backend development including queries, mutations, actions, schema design, and real-time database patterns. Use when working with Convex functions, database operations, or serverless b...
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GitHub
nextjs-patterns
Next.js 15+ development patterns with App Router, Server Components, Client Components, and Convex integration. Use when building React components, pages, layouts, or working with Next.js features in this monor...
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GitHub
monorepo-navigation
Navigate and understand the ACDC Digital monorepo structure with multiple projects including Soloist, SMNB, and AURA. Use when exploring the codebase, understanding project relationships, or finding specific fi...
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GitHub
tailwind-design
Create distinctive, production-grade frontend interfaces using Tailwind CSS and shadcn/ui. Use when building React components, pages, or applications that need polished visual design. Generates creative, memora...
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GitHub
skill-design
Best practices for skill structure and types. Use when creating skills.
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GitHub
skill-activation-patterns
Design patterns for automatic skill activation at plugin or project level. Use when implementing keyword-based skill suggestions.
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GitHub
plugin-test-framework
Virtual test environment for Claude Code hooks, plugins, and agents. Use when testing or validating plugin components without affecting production.
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GitHub
hook-templates
Comprehensive Claude Code hook patterns for automation, state management, and external integration. Use when implementing hooks for validation, workflow gates, MCP integration, or state machines.
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GitHub
cleanup-guide
Detect unnecessary files and provide cleanup recommendations
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GitHub
comprehensive-validation
Language, style, and comment quality guidelines for plugin content
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GitHub
hook-capabilities
Claude Code Hook system reference for capabilities, possibilities, and limitations. Use when you want to know what hooks can do.
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GitHub
forge-analyzer
Analyze vague user ideas and recommend architecture based on actual needs, not predefined categories. Front-end for clarifying ambiguous requests before routing to appropriate skillmaker tools.
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GitHub
skill-catalog
Categorize and display available skills. Use when listing or selecting skills.
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.